Feynman's Wisdom Applied to AI LearningBackground* Feynman helped create atomic bomb and investigated Challenger disaster * Challenger investigation revealed bureaucracy prioritized power over engineering solutions * Two key phrases found on his blackboard at death: + "What I cannot create, I do not understand" + "Know how to solve every problem that has been solved"

Applied to Pragmatic AI Labs CoursesWhat I Cannot Create* Build token processor before using Bedrock * Implement basic embeddings before production models * Write minimal GPU kernels before CUDA libraries * Create raw model inference before frameworks * Deploy manual servers before cloud services

Learning Solved Problems* Study successful AI architectures * Reimplement ML papers * Analyze deployment patterns * Master optimization techniques * Learn security boundaries

Implementation Strategy* Build core concepts from scratch * Move to frameworks only after raw implementation * Break systems intentionally to understand them * Build instead of memorize * Ex: Build S3 bucket/Lambda vs. memorizing for certification

Platform Support* Interactive labs available * Source code starter kits * Multiple languages: Python, Rust, SQL, Bash, Zig * Focus on first principles * Community-driven learning approach

Key TakeawayFocus on understanding through creation, leveraging proven solutions as foundation for innovation.

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